E–mail: o.mashoshin@mstuca.ru

Place of work: Moscow State Technical University of Civil Aviation, Moscow, Russia.

Post: Head of the Aircraft Engines Chair, Dean of the Faculty of Mechanics.

Academic degree: Doctor of Technical Sciences.

Academic status: Professor

Specialty from nomenclature of scientific specialties (Code of Higher Attestation Commission): 05.22.14 – Operation of air transport.

Scientific major: A method for establishing a diagnosis based on the optimal choice of the composition of controlled parameters of a gas turbine engine, considering information criteria. Analysis and collection of aircraft engine parameter data. Development of neural network architectures for diagnostics. Modeling and training of neural networks considering complex parameter processing. Fault diagnostics and engine condition prediction.

Important publications:  

1. Mashoshin O. F. Methodology for diagnosing the technical condition of aviation gas turbine engines using recurrent neural networks (RNN) and long short-term memory networks (LSTM) / O. F. Mashoshin, H. Huseynov, A. S. Zasukhin // Civil Aviation High Technologies. – 2024. – № 27(6). – Pp. 21-41.
2. Mashoshin O. F. Selection and adaptation of neural network algorithms for diagnosing the technical condition of aircraft engines / O. F. Mashoshin, H. Huseynov // Automation. Modern Technologies. – 2024. – Vol. 78, № 10. – P. 435-442.